AI and Jobs: Which Tasks Are Changing, and How
The evidence so far suggests AI changes tasks faster than it eliminates whole jobs, but the effects are uneven, and early-career workers may feel them first.
Jack Thompson covers AI at work for Token & Tell: careers, hiring, sales, marketing and professional services.

The evidence so far suggests AI changes tasks faster than it eliminates whole jobs, but the effects are uneven, and early-career workers may feel them first.

AI can speed up research, drafting, analysis and personalization. The teams getting the most from it pair that speed with strong editorial standards.

Mock interviews, company research and polished stories you can tell in two minutes. Here is a step-by-step routine for using AI to walk into an interview prepared.

Candidates use AI to write applications; employers use AI to screen them. Here is how to use it well on both sides, and where the pitfalls lie.

Agents were the big story going into 2026. Here is a practical assessment of the kinds of tasks where they earn their keep, and the ones where supervision is still essential.